{"id":"W2123384152","doi":"10.1016/s2213-8587(15)00141-2","title":"Outpatient overnight glucose control with dual-hormone artificial pancreas, single-hormone artificial pancreas, or conventional insulin pump therapy in children and adolescents with type 1 diabetes: an open-label, randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; Université de Montréal; McGill University Health Centre; Montreal Clinical Research Institute; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Diabetes Association","keywords":"Medicine; Artificial pancreas; Insulin; Diabetes mellitus; Type 2 diabetes; Internal medicine; Pancreas; Type 1 diabetes; Endocrinology; Hormone; Glucagon; Crossover study; Randomized controlled trial; Pediatrics; Placebo; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001951395,0.0006084986,0.002306943,0.0003038092,0.0002106395,0.0002541201,0.000604788,0.0001957197,0.00006867279],"category_scores_gemma":[0.0005503107,0.0003336135,0.00007650546,0.0005323654,0.0007420997,0.0003315841,0.000244903,0.0007580777,0.00004817048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360515,"about_ca_system_score_gemma":0.000333671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009481303,"about_ca_topic_score_gemma":0.0001107904,"domain_scores_codex":[0.9941873,0.001194422,0.0009097912,0.0008761732,0.0008560452,0.001976262],"domain_scores_gemma":[0.9975168,0.0004072268,0.0004426058,0.0008243291,0.0003817498,0.0004273586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8964783,0.005797184,0.07662539,0.00003274749,0.001678043,0.00008623899,0.0001507741,0.00001505052,0.007803981,0.0002883188,0.0007272215,0.01031678],"study_design_scores_gemma":[0.8559735,0.03181315,0.1076253,0.0001770374,0.0005667318,0.00001122098,0.0001003033,0.001053132,0.001207207,0.0004305221,0.0005091907,0.000532691],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835884,0.003234095,0.00001081117,0.00150392,0.0002376398,0.01097367,0.00006187717,0.000126082,0.0002635068],"genre_scores_gemma":[0.9952747,0.0005280392,0.00009810668,0.001340441,0.001047894,0.001162481,0.0002704035,0.00009297986,0.0001849247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04050473,"threshold_uncertainty_score":0.9999116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05719281223280739,"score_gpt":0.2998324985764604,"score_spread":0.242639686343653,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}